Dataset statistics
| Number of variables | 40 |
|---|---|
| Number of observations | 7679 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.3 MiB |
| Average record size in memory | 320.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 21 |
Row has constant value "0" | Constant |
bin has constant value "0" | Constant |
run has constant value "0" | Constant |
media has constant value "0" | Constant |
sys has constant value "0" | Constant |
usr has constant value "0" | Constant |
root has constant value "0" | Constant |
host has constant value "0" | Constant |
brk has constant value "0" | Constant |
boot has constant value "0" | Constant |
mkdir has constant value "0" | Constant |
write has constant value "0" | Constant |
read has constant value "0" | Constant |
kill_API has constant value "0" | Constant |
mnt has constant value "0" | Constant |
opt has constant value "0" | Constant |
rename has constant value "0" | Constant |
srv has constant value "0" | Constant |
udp is highly correlated with connect | High correlation |
poll is highly correlated with etc and 9 other fields | High correlation |
etc is highly correlated with poll and 9 other fields | High correlation |
connect is highly correlated with udp | High correlation |
tcp is highly correlated with poll and 9 other fields | High correlation |
clone_API is highly correlated with mmap and 1 other fields | High correlation |
var is highly correlated with poll and 9 other fields | High correlation |
network_http is highly correlated with poll and 9 other fields | High correlation |
File_IO is highly correlated with poll and 9 other fields | High correlation |
accept is highly correlated with poll and 9 other fields | High correlation |
munmap is highly correlated with poll and 9 other fields | High correlation |
mmap is highly correlated with poll and 11 other fields | High correlation |
chdir_API is highly correlated with poll and 9 other fields | High correlation |
network_connection is highly correlated with poll and 9 other fields | High correlation |
execve_API is highly correlated with clone_API and 1 other fields | High correlation |
Normal is highly correlated with Attack | High correlation |
Attack is highly correlated with Normal | High correlation |
mnt is highly correlated with Attack and 19 other fields | High correlation |
Attack is highly correlated with mnt and 18 other fields | High correlation |
sys is highly correlated with mnt and 19 other fields | High correlation |
boot is highly correlated with mnt and 19 other fields | High correlation |
rename is highly correlated with mnt and 19 other fields | High correlation |
opt is highly correlated with mnt and 19 other fields | High correlation |
srv is highly correlated with mnt and 19 other fields | High correlation |
host is highly correlated with mnt and 19 other fields | High correlation |
media is highly correlated with mnt and 19 other fields | High correlation |
usr is highly correlated with mnt and 19 other fields | High correlation |
kill_API is highly correlated with mnt and 19 other fields | High correlation |
write is highly correlated with mnt and 19 other fields | High correlation |
brk is highly correlated with mnt and 19 other fields | High correlation |
root is highly correlated with mnt and 19 other fields | High correlation |
mkdir is highly correlated with mnt and 19 other fields | High correlation |
Row is highly correlated with mnt and 19 other fields | High correlation |
home is highly correlated with mnt and 17 other fields | High correlation |
bin is highly correlated with mnt and 19 other fields | High correlation |
run is highly correlated with mnt and 19 other fields | High correlation |
Normal is highly correlated with mnt and 18 other fields | High correlation |
read is highly correlated with mnt and 19 other fields | High correlation |
proc is highly skewed (γ1 = 25.09061791) | Skewed |
udp has 7078 (92.2%) zeros | Zeros |
poll has 110 (1.4%) zeros | Zeros |
dev has 6821 (88.8%) zeros | Zeros |
etc has 1002 (13.0%) zeros | Zeros |
connect has 7128 (92.8%) zeros | Zeros |
tcp has 178 (2.3%) zeros | Zeros |
clone_API has 4909 (63.9%) zeros | Zeros |
proc has 7662 (99.8%) zeros | Zeros |
var has 643 (8.4%) zeros | Zeros |
network_http has 642 (8.4%) zeros | Zeros |
File_IO has 643 (8.4%) zeros | Zeros |
accept has 279 (3.6%) zeros | Zeros |
munmap has 1002 (13.0%) zeros | Zeros |
mmap has 1002 (13.0%) zeros | Zeros |
chdir_API has 644 (8.4%) zeros | Zeros |
network_connection has 110 (1.4%) zeros | Zeros |
execve_API has 4909 (63.9%) zeros | Zeros |
Reproduction
| Analysis started | 2021-03-08 11:40:26.175939 |
|---|---|
| Analysis finished | 2021-03-08 11:41:24.389934 |
| Duration | 58.21 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
df_index
Real number (ℝ≥0)
| Distinct | 2880 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1291.246386 |
|---|---|
| Minimum | 0 |
| Maximum | 2879 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 127.9 |
| Q1 | 639.5 |
| median | 1279 |
| Q3 | 1919 |
| 95-th percentile | 2507.1 |
| Maximum | 2879 |
| Range | 2879 |
| Interquartile range (IQR) | 1279.5 |
Descriptive statistics
| Standard deviation | 759.5275562 |
|---|---|
| Coefficient of variation (CV) | 0.5882127255 |
| Kurtosis | -1.07187065 |
| Mean | 1291.246386 |
| Median Absolute Deviation (MAD) | 640 |
| Skewness | 0.09190132639 |
| Sum | 9915481 |
| Variance | 576882.1086 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2047 | 3 | < 0.1% |
| 881 | 3 | < 0.1% |
| 909 | 3 | < 0.1% |
| 905 | 3 | < 0.1% |
| 901 | 3 | < 0.1% |
| 897 | 3 | < 0.1% |
| 893 | 3 | < 0.1% |
| 889 | 3 | < 0.1% |
| 885 | 3 | < 0.1% |
| 877 | 3 | < 0.1% |
| Other values (2870) | 7649 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 3 |
| Value | Count | Frequency (%) |
| 2879 | 1 | |
| 2878 | 1 | |
| 2877 | 1 | |
| 2876 | 1 | |
| 2875 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 164 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.32621435 |
|---|---|
| Minimum | 0 |
| Maximum | 1313 |
| Zeros | 7078 |
| Zeros (%) | 92.2% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 108 |
| Maximum | 1313 |
| Range | 1313 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 89.36345168 |
|---|---|
| Coefficient of variation (CV) | 4.623950146 |
| Kurtosis | 32.93271225 |
| Mean | 19.32621435 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.411186197 |
| Sum | 148406 |
| Variance | 7985.826496 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7078 | |
| 27 | 61 | 0.8% |
| 324 | 43 | 0.6% |
| 216 | 42 | 0.5% |
| 162 | 37 | 0.5% |
| 378 | 37 | 0.5% |
| 9 | 28 | 0.4% |
| 270 | 26 | 0.3% |
| 4 | 24 | 0.3% |
| 10 | 23 | 0.3% |
| Other values (154) | 280 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 7078 | |
| 3 | 3 | < 0.1% |
| 4 | 24 | 0.3% |
| 5 | 17 | 0.2% |
| 6 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 1313 | 1 | |
| 994 | 1 | |
| 906 | 1 | |
| 844 | 1 | |
| 791 | 1 |
select
Real number (ℝ≥0)
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.69696575 |
|---|---|
| Minimum | 0 |
| Maximum | 88 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 40 |
| median | 42 |
| Q3 | 44 |
| 95-th percentile | 46 |
| Maximum | 88 |
| Range | 88 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.776544315 |
|---|---|
| Coefficient of variation (CV) | 0.09057120217 |
| Kurtosis | 23.5667316 |
| Mean | 41.69696575 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -2.316131686 |
| Sum | 320191 |
| Variance | 14.26228696 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 44 | 2284 | |
| 42 | 2062 | |
| 40 | 1610 | |
| 38 | 416 | 5.4% |
| 39 | 230 | 3.0% |
| 48 | 213 | 2.8% |
| 41 | 177 | 2.3% |
| 46 | 141 | 1.8% |
| 43 | 116 | 1.5% |
| 36 | 92 | 1.2% |
| Other values (44) | 338 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 6 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 3 |
| Value | Count | Frequency (%) |
| 88 | 1 | |
| 76 | 1 | |
| 72 | 1 | |
| 68 | 1 | |
| 64 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 613 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 270.4533142 |
|---|---|
| Minimum | 0 |
| Maximum | 2785 |
| Zeros | 110 |
| Zeros (%) | 1.4% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 19 |
| median | 160 |
| Q3 | 380 |
| 95-th percentile | 867 |
| Maximum | 2785 |
| Range | 2785 |
| Interquartile range (IQR) | 361 |
Descriptive statistics
| Standard deviation | 385.3489373 |
|---|---|
| Coefficient of variation (CV) | 1.424826086 |
| Kurtosis | 13.67430323 |
| Mean | 270.4533142 |
| Median Absolute Deviation (MAD) | 148 |
| Skewness | 3.439609102 |
| Sum | 2076811 |
| Variance | 148493.8035 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 380 | 919 | 12.0% |
| 154 | 879 | 11.4% |
| 176 | 578 | 7.5% |
| 3 | 441 | 5.7% |
| 418 | 384 | 5.0% |
| 16 | 340 | 4.4% |
| 360 | 266 | 3.5% |
| 152 | 190 | 2.5% |
| 13 | 155 | 2.0% |
| 174 | 141 | 1.8% |
| Other values (603) | 3386 |
| Value | Count | Frequency (%) |
| 0 | 110 | 1.4% |
| 1 | 125 | 1.6% |
| 2 | 28 | 0.4% |
| 3 | 441 | |
| 4 | 126 | 1.6% |
| Value | Count | Frequency (%) |
| 2785 | 1 | |
| 2710 | 1 | |
| 2701 | 1 | |
| 2680 | 1 | |
| 2671 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 103 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7754916 |
|---|---|
| Minimum | 0 |
| Maximum | 191 |
| Zeros | 6821 |
| Zeros (%) | 88.8% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | 191 |
| Range | 191 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 14.54313785 |
|---|---|
| Coefficient of variation (CV) | 5.239842141 |
| Kurtosis | 58.13292846 |
| Mean | 2.7754916 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.271622848 |
| Sum | 21313 |
| Variance | 211.5028585 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6821 | |
| 9 | 376 | 4.9% |
| 2 | 198 | 2.6% |
| 74 | 32 | 0.4% |
| 23 | 23 | 0.3% |
| 83 | 19 | 0.2% |
| 20 | 16 | 0.2% |
| 1 | 15 | 0.2% |
| 26 | 14 | 0.2% |
| 18 | 7 | 0.1% |
| Other values (93) | 158 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 6821 | |
| 1 | 15 | 0.2% |
| 2 | 198 | 2.6% |
| 3 | 1 | < 0.1% |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 191 | 1 | |
| 180 | 1 | |
| 168 | 1 | |
| 167 | 1 | |
| 165 | 2 |
| Distinct | 620 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 892.6608933 |
|---|---|
| Minimum | 0 |
| Maximum | 11270 |
| Zeros | 1002 |
| Zeros (%) | 13.0% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 36 |
| median | 252 |
| Q3 | 1275 |
| 95-th percentile | 4152 |
| Maximum | 11270 |
| Range | 11270 |
| Interquartile range (IQR) | 1239 |
Descriptive statistics
| Standard deviation | 1594.139622 |
|---|---|
| Coefficient of variation (CV) | 1.785828901 |
| Kurtosis | 15.3953502 |
| Mean | 892.6608933 |
| Median Absolute Deviation (MAD) | 252 |
| Skewness | 3.694304316 |
| Sum | 6854743 |
| Variance | 2541281.135 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 252 | 1249 | |
| 0 | 1002 | |
| 36 | 992 | |
| 288 | 823 | |
| 1230 | 557 | 7.3% |
| 72 | 297 | 3.9% |
| 1353 | 278 | 3.6% |
| 1365 | 175 | 2.3% |
| 216 | 172 | 2.2% |
| 1275 | 143 | 1.9% |
| Other values (610) | 1991 |
| Value | Count | Frequency (%) |
| 0 | 1002 | |
| 18 | 1 | < 0.1% |
| 36 | 992 | |
| 46 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11270 | 1 | |
| 11126 | 1 | |
| 11110 | 1 | |
| 10928 | 1 | |
| 10792 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 141 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.687329079 |
|---|---|
| Minimum | 0 |
| Maximum | 399 |
| Zeros | 7128 |
| Zeros (%) | 92.8% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 32.4 |
| Maximum | 399 |
| Range | 399 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 35.75215376 |
|---|---|
| Coefficient of variation (CV) | 5.346253091 |
| Kurtosis | 55.11622371 |
| Mean | 6.687329079 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.08418842 |
| Sum | 51352 |
| Variance | 1278.216499 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7128 | |
| 12 | 108 | 1.4% |
| 72 | 44 | 0.6% |
| 48 | 44 | 0.6% |
| 36 | 38 | 0.5% |
| 84 | 36 | 0.5% |
| 4 | 31 | 0.4% |
| 60 | 26 | 0.3% |
| 96 | 18 | 0.2% |
| 24 | 15 | 0.2% |
| Other values (131) | 191 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 7128 | |
| 1 | 1 | < 0.1% |
| 4 | 31 | 0.4% |
| 6 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 399 | 1 | |
| 377 | 1 | |
| 376 | 2 | |
| 374 | 1 | |
| 372 | 1 |
| Distinct | 1075 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2994.402396 |
|---|---|
| Minimum | 0 |
| Maximum | 27890 |
| Zeros | 178 |
| Zeros (%) | 2.3% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 159 |
| median | 1569 |
| Q3 | 4580 |
| 95-th percentile | 10679.9 |
| Maximum | 27890 |
| Range | 27890 |
| Interquartile range (IQR) | 4421 |
Descriptive statistics
| Standard deviation | 4188.827966 |
|---|---|
| Coefficient of variation (CV) | 1.398886125 |
| Kurtosis | 11.02219724 |
| Mean | 2994.402396 |
| Median Absolute Deviation (MAD) | 1425 |
| Skewness | 3.104270661 |
| Sum | 22994016 |
| Variance | 17546279.73 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4580 | 802 | 10.4% |
| 1533 | 671 | 8.7% |
| 1752 | 415 | 5.4% |
| 4 | 393 | 5.1% |
| 153 | 328 | 4.3% |
| 5038 | 304 | 4.0% |
| 4440 | 251 | 3.3% |
| 4574 | 180 | 2.3% |
| 0 | 178 | 2.3% |
| 1520 | 160 | 2.1% |
| Other values (1065) | 3997 |
| Value | Count | Frequency (%) |
| 0 | 178 | |
| 2 | 71 | 0.9% |
| 4 | 393 | |
| 6 | 1 | < 0.1% |
| 8 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 27890 | 1 | |
| 27068 | 1 | |
| 27058 | 1 | |
| 26687 | 1 | |
| 26649 | 1 |
| Distinct | 417 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.8107827 |
|---|---|
| Minimum | 0 |
| Maximum | 2389 |
| Zeros | 4909 |
| Zeros (%) | 63.9% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 99 |
| 95-th percentile | 666.3 |
| Maximum | 2389 |
| Range | 2389 |
| Interquartile range (IQR) | 99 |
Descriptive statistics
| Standard deviation | 295.0551487 |
|---|---|
| Coefficient of variation (CV) | 2.815122082 |
| Kurtosis | 18.56287496 |
| Mean | 104.8107827 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.282169809 |
| Sum | 804842 |
| Variance | 87057.54077 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4909 | |
| 90 | 584 | 7.6% |
| 99 | 340 | 4.4% |
| 117 | 222 | 2.9% |
| 108 | 161 | 2.1% |
| 126 | 159 | 2.1% |
| 189 | 145 | 1.9% |
| 135 | 80 | 1.0% |
| 198 | 80 | 1.0% |
| 144 | 70 | 0.9% |
| Other values (407) | 929 | 12.1% |
| Value | Count | Frequency (%) |
| 0 | 4909 | |
| 6 | 24 | 0.3% |
| 12 | 4 | 0.1% |
| 15 | 3 | < 0.1% |
| 18 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 2389 | 1 | |
| 2101 | 1 | |
| 2052 | 1 | |
| 2014 | 1 | |
| 2010 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07722359682 |
|---|---|
| Minimum | 0 |
| Maximum | 48 |
| Zeros | 7662 |
| Zeros (%) | 99.8% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.816511575 |
|---|---|
| Coefficient of variation (CV) | 23.52275275 |
| Kurtosis | 644.1884744 |
| Mean | 0.07722359682 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.09061791 |
| Sum | 593 |
| Variance | 3.299714302 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 7662 | |
| 48 | 10 | 0.1% |
| 27 | 2 | < 0.1% |
| 14 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 21 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7662 | |
| 5 | 2 | < 0.1% |
| 14 | 2 | < 0.1% |
| 21 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 48 | 10 | |
| 27 | 2 | < 0.1% |
| 21 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 689 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 782.5147806 |
|---|---|
| Minimum | 0 |
| Maximum | 7790 |
| Zeros | 643 |
| Zeros (%) | 8.4% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 45 |
| median | 231 |
| Q3 | 1340 |
| 95-th percentile | 3175.4 |
| Maximum | 7790 |
| Range | 7790 |
| Interquartile range (IQR) | 1295 |
Descriptive statistics
| Standard deviation | 1215.956737 |
|---|---|
| Coefficient of variation (CV) | 1.553908971 |
| Kurtosis | 10.10999238 |
| Mean | 782.5147806 |
| Median Absolute Deviation (MAD) | 219 |
| Skewness | 2.990883718 |
| Sum | 6008931 |
| Variance | 1478550.787 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 231 | 1227 | |
| 264 | 800 | 10.4% |
| 0 | 643 | 8.4% |
| 24 | 546 | 7.1% |
| 1340 | 431 | 5.6% |
| 12 | 421 | 5.5% |
| 45 | 339 | 4.4% |
| 1170 | 247 | 3.2% |
| 1474 | 237 | 3.1% |
| 198 | 167 | 2.2% |
| Other values (679) | 2621 |
| Value | Count | Frequency (%) |
| 0 | 643 | |
| 11 | 5 | 0.1% |
| 12 | 421 | |
| 23 | 15 | 0.2% |
| 24 | 546 |
| Value | Count | Frequency (%) |
| 7790 | 1 | |
| 7694 | 1 | |
| 7584 | 1 | |
| 7376 | 1 | |
| 7354 | 1 |
| Distinct | 280 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.90532621 |
|---|---|
| Minimum | 0 |
| Maximum | 461 |
| Zeros | 642 |
| Zeros (%) | 8.4% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 14 |
| Q3 | 80 |
| 95-th percentile | 146 |
| Maximum | 461 |
| Range | 461 |
| Interquartile range (IQR) | 76 |
Descriptive statistics
| Standard deviation | 62.76364468 |
|---|---|
| Coefficient of variation (CV) | 1.42952234 |
| Kurtosis | 9.742482377 |
| Mean | 43.90532621 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 2.839614226 |
| Sum | 337149 |
| Variance | 3939.275094 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14 | 1226 | |
| 80 | 1106 | |
| 4 | 878 | |
| 16 | 802 | |
| 0 | 642 | |
| 2 | 429 | 5.6% |
| 88 | 399 | 5.2% |
| 60 | 305 | 4.0% |
| 8 | 217 | 2.8% |
| 12 | 209 | 2.7% |
| Other values (270) | 1466 |
| Value | Count | Frequency (%) |
| 0 | 642 | |
| 1 | 18 | 0.2% |
| 2 | 429 | |
| 3 | 41 | 0.5% |
| 4 | 878 |
| Value | Count | Frequency (%) |
| 461 | 1 | |
| 437 | 1 | |
| 430 | 1 | |
| 419 | 1 | |
| 413 | 1 |
| Distinct | 881 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2200.044146 |
|---|---|
| Minimum | 0 |
| Maximum | 23052 |
| Zeros | 643 |
| Zeros (%) | 8.4% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 130 |
| median | 602 |
| Q3 | 3290 |
| 95-th percentile | 10994 |
| Maximum | 23052 |
| Range | 23052 |
| Interquartile range (IQR) | 3160 |
Descriptive statistics
| Standard deviation | 3751.367907 |
|---|---|
| Coefficient of variation (CV) | 1.705133014 |
| Kurtosis | 11.89239048 |
| Mean | 2200.044146 |
| Median Absolute Deviation (MAD) | 558 |
| Skewness | 3.318102842 |
| Sum | 16894139 |
| Variance | 14072761.17 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 602 | 1227 | 16.0% |
| 688 | 800 | 10.4% |
| 0 | 643 | 8.4% |
| 94 | 412 | 5.4% |
| 115 | 339 | 4.4% |
| 3170 | 300 | 3.9% |
| 3000 | 244 | 3.2% |
| 44 | 176 | 2.3% |
| 516 | 167 | 2.2% |
| 3487 | 154 | 2.0% |
| Other values (871) | 3217 |
| Value | Count | Frequency (%) |
| 0 | 643 | |
| 28 | 2 | < 0.1% |
| 29 | 118 | 1.5% |
| 43 | 1 | < 0.1% |
| 44 | 176 | 2.3% |
| Value | Count | Frequency (%) |
| 23052 | 1 | |
| 22672 | 1 | |
| 22574 | 1 | |
| 22509 | 1 | |
| 22403 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 369 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.38572731 |
|---|---|
| Minimum | 0 |
| Maximum | 756 |
| Zeros | 279 |
| Zeros (%) | 3.6% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 44 |
| Q3 | 100 |
| 95-th percentile | 217.2 |
| Maximum | 756 |
| Range | 756 |
| Interquartile range (IQR) | 96 |
Descriptive statistics
| Standard deviation | 95.71877458 |
|---|---|
| Coefficient of variation (CV) | 1.399689356 |
| Kurtosis | 14.07980542 |
| Mean | 68.38572731 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 3.441699688 |
| Sum | 525134 |
| Variance | 9162.083808 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 1103 | |
| 42 | 702 | 9.1% |
| 1 | 684 | 8.9% |
| 3 | 597 | 7.8% |
| 110 | 399 | 5.2% |
| 48 | 391 | 5.1% |
| 41 | 346 | 4.5% |
| 90 | 346 | 4.5% |
| 2 | 340 | 4.4% |
| 47 | 300 | 3.9% |
| Other values (359) | 2471 |
| Value | Count | Frequency (%) |
| 0 | 279 | |
| 1 | 684 | |
| 2 | 340 | |
| 3 | 597 | |
| 4 | 164 | 2.1% |
| Value | Count | Frequency (%) |
| 756 | 1 | |
| 739 | 1 | |
| 718 | 2 | |
| 702 | 1 | |
| 700 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 | |
|---|---|
| 12 | 1 |
| 48 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.000260451 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7681 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7677 | |
| 12 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7677 | |
| 48 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7677 | |
| 4 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7681 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7677 | |
| 4 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7681 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7677 | |
| 4 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7681 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7677 | |
| 4 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| Distinct | 506 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 229.6476104 |
|---|---|
| Minimum | 0 |
| Maximum | 2862 |
| Zeros | 1002 |
| Zeros (%) | 13.0% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 56 |
| Q3 | 318 |
| 95-th percentile | 1312.1 |
| Maximum | 2862 |
| Range | 2862 |
| Interquartile range (IQR) | 310 |
Descriptive statistics
| Standard deviation | 429.9433982 |
|---|---|
| Coefficient of variation (CV) | 1.872187555 |
| Kurtosis | 13.5237917 |
| Mean | 229.6476104 |
| Median Absolute Deviation (MAD) | 56 |
| Skewness | 3.564770303 |
| Sum | 1763464 |
| Variance | 184851.3257 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 56 | 1252 | |
| 0 | 1002 | |
| 8 | 992 | |
| 64 | 823 | |
| 300 | 557 | 7.3% |
| 16 | 297 | 3.9% |
| 330 | 292 | 3.8% |
| 354 | 184 | 2.4% |
| 348 | 178 | 2.3% |
| 48 | 172 | 2.2% |
| Other values (496) | 1930 |
| Value | Count | Frequency (%) |
| 0 | 1002 | |
| 4 | 1 | < 0.1% |
| 8 | 992 | |
| 12 | 1 | < 0.1% |
| 16 | 297 | 3.9% |
| Value | Count | Frequency (%) |
| 2862 | 1 | |
| 2834 | 1 | |
| 2833 | 1 | |
| 2791 | 1 | |
| 2747 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 7679 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 7679 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 7679 |
| Distinct | 614 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 588.3469202 |
|---|---|
| Minimum | 0 |
| Maximum | 7873 |
| Zeros | 1002 |
| Zeros (%) | 13.0% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 56 |
| Q3 | 726 |
| 95-th percentile | 4128.5 |
| Maximum | 7873 |
| Range | 7873 |
| Interquartile range (IQR) | 718 |
Descriptive statistics
| Standard deviation | 1259.721482 |
|---|---|
| Coefficient of variation (CV) | 2.141120211 |
| Kurtosis | 12.0644703 |
| Mean | 588.3469202 |
| Median Absolute Deviation (MAD) | 56 |
| Skewness | 3.481132565 |
| Sum | 4517916 |
| Variance | 1586898.212 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 56 | 1250 | |
| 0 | 1002 | |
| 8 | 992 | |
| 64 | 823 | |
| 660 | 557 | 7.3% |
| 16 | 297 | 3.9% |
| 726 | 277 | 3.6% |
| 1146 | 176 | 2.3% |
| 48 | 172 | 2.2% |
| 822 | 144 | 1.9% |
| Other values (604) | 1989 |
| Value | Count | Frequency (%) |
| 0 | 1002 | |
| 4 | 1 | < 0.1% |
| 8 | 992 | |
| 16 | 297 | 3.9% |
| 20 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7873 | 1 | |
| 7666 | 1 | |
| 7585 | 1 | |
| 7570 | 1 | |
| 7471 | 1 |
| Distinct | 352 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.25680427 |
|---|---|
| Minimum | 0 |
| Maximum | 1139 |
| Zeros | 644 |
| Zeros (%) | 8.4% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 28 |
| Q3 | 120 |
| 95-th percentile | 292 |
| Maximum | 1139 |
| Range | 1139 |
| Interquartile range (IQR) | 112 |
Descriptive statistics
| Standard deviation | 135.4666731 |
|---|---|
| Coefficient of variation (CV) | 1.667142516 |
| Kurtosis | 15.87619318 |
| Mean | 81.25680427 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 3.738917399 |
| Sum | 623971 |
| Variance | 18351.21953 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 120 | 1431 | |
| 28 | 1231 | |
| 8 | 907 | |
| 32 | 809 | |
| 0 | 644 | |
| 132 | 540 | 7.0% |
| 4 | 449 | 5.8% |
| 16 | 227 | 3.0% |
| 24 | 211 | 2.7% |
| 12 | 121 | 1.6% |
| Other values (342) | 1109 |
| Value | Count | Frequency (%) |
| 0 | 644 | |
| 2 | 2 | < 0.1% |
| 4 | 449 | |
| 6 | 6 | 0.1% |
| 8 | 907 |
| Value | Count | Frequency (%) |
| 1139 | 1 | |
| 1059 | 1 | |
| 1056 | 1 | |
| 1039 | 1 | |
| 1017 | 1 |
| Distinct | 1196 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3174.038026 |
|---|---|
| Minimum | 0 |
| Maximum | 29458 |
| Zeros | 110 |
| Zeros (%) | 1.4% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 169 |
| median | 1626 |
| Q3 | 4826 |
| 95-th percentile | 11328.7 |
| Maximum | 29458 |
| Range | 29458 |
| Interquartile range (IQR) | 4657 |
Descriptive statistics
| Standard deviation | 4486.939295 |
|---|---|
| Coefficient of variation (CV) | 1.413637536 |
| Kurtosis | 11.22069377 |
| Mean | 3174.038026 |
| Median Absolute Deviation (MAD) | 1474 |
| Skewness | 3.133876336 |
| Sum | 24373438 |
| Variance | 20132624.24 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1589 | 671 | 8.7% |
| 4 | 417 | 5.4% |
| 1816 | 415 | 5.4% |
| 161 | 328 | 4.3% |
| 4820 | 244 | 3.2% |
| 4680 | 203 | 2.6% |
| 1576 | 160 | 2.1% |
| 157 | 147 | 1.9% |
| 159 | 144 | 1.9% |
| 14 | 134 | 1.7% |
| Other values (1186) | 4816 |
| Value | Count | Frequency (%) |
| 0 | 110 | 1.4% |
| 2 | 71 | 0.9% |
| 4 | 417 | |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29458 | 1 | |
| 28844 | 1 | |
| 28656 | 1 | |
| 28407 | 1 | |
| 28387 | 1 |
| Distinct | 373 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.47415028 |
|---|---|
| Minimum | 0 |
| Maximum | 1146 |
| Zeros | 4909 |
| Zeros (%) | 63.9% |
| Memory size | 60.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 33 |
| 95-th percentile | 301.1 |
| Maximum | 1146 |
| Range | 1146 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 144.6021509 |
|---|---|
| Coefficient of variation (CV) | 3.045913409 |
| Kurtosis | 20.85290555 |
| Mean | 47.47415028 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.50729672 |
| Sum | 364554 |
| Variance | 20909.78206 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4909 | |
| 30 | 586 | 7.6% |
| 33 | 287 | 3.7% |
| 48 | 185 | 2.4% |
| 84 | 180 | 2.3% |
| 42 | 146 | 1.9% |
| 51 | 101 | 1.3% |
| 90 | 88 | 1.1% |
| 36 | 83 | 1.1% |
| 93 | 71 | 0.9% |
| Other values (363) | 1043 | 13.6% |
| Value | Count | Frequency (%) |
| 0 | 4909 | |
| 3 | 24 | 0.3% |
| 6 | 7 | 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 1146 | 1 | |
| 1137 | 1 | |
| 1095 | 1 | |
| 1071 | 1 | |
| 1066 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 5400 | |
| 1 | 2279 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 5400 | |
| 1 | 2279 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5400 | |
| 1 | 2279 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 5400 | |
| 1 | 2279 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 5400 | |
| 1 | 2279 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 5400 | |
| 1 | 2279 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7679 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 1 | 5400 | |
| 0 | 2279 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 1 | 5400 | |
| 0 | 2279 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5400 | |
| 0 | 2279 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7679 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 5400 | |
| 0 | 2279 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7679 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 5400 | |
| 0 | 2279 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7679 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 5400 | |
| 0 | 2279 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| df_index | Row | udp | select | bin | run | poll | media | sys | dev | etc | usr | root | host | brk | boot | mkdir | write | connect | tcp | clone_API | proc | read | var | network_http | File_IO | kill_API | accept | home | munmap | mnt | opt | rename | srv | mmap | chdir_API | network_connection | execve_API | Normal | Attack | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 9 | 40 | 0 | 0 | 34 | 0 | 0 | 0 | 138 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 406 | 18 | 0 | 0 | 104 | 5 | 367 | 0 | 8 | 0 | 42 | 0 | 0 | 0 | 0 | 146 | 10 | 503 | 9 | 0 | 1 |
| 1 | 1 | 0 | 0 | 44 | 0 | 0 | 506 | 0 | 0 | 23 | 2228 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 24 | 6210 | 427 | 48 | 0 | 1695 | 85 | 7962 | 0 | 127 | 0 | 728 | 0 | 0 | 0 | 0 | 2222 | 170 | 6569 | 131 | 0 | 1 |
| 2 | 2 | 0 | 0 | 42 | 0 | 0 | 360 | 0 | 0 | 0 | 1230 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4440 | 90 | 0 | 0 | 1170 | 60 | 3000 | 0 | 90 | 0 | 300 | 0 | 0 | 0 | 0 | 660 | 120 | 4680 | 30 | 0 | 1 |
| 3 | 3 | 0 | 0 | 44 | 0 | 0 | 360 | 0 | 0 | 0 | 1230 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4434 | 90 | 0 | 0 | 1170 | 60 | 3000 | 0 | 90 | 0 | 300 | 0 | 0 | 0 | 0 | 660 | 120 | 4674 | 30 | 0 | 1 |
| 4 | 4 | 0 | 0 | 44 | 0 | 0 | 360 | 0 | 0 | 0 | 1230 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4428 | 90 | 0 | 0 | 1170 | 60 | 3000 | 0 | 90 | 0 | 300 | 0 | 0 | 0 | 0 | 660 | 120 | 4668 | 30 | 0 | 1 |
| 5 | 5 | 0 | 0 | 40 | 0 | 0 | 360 | 0 | 0 | 0 | 1230 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4428 | 90 | 0 | 0 | 1170 | 60 | 3000 | 0 | 90 | 0 | 300 | 0 | 0 | 0 | 0 | 660 | 120 | 4668 | 30 | 0 | 1 |
| 6 | 6 | 0 | 0 | 42 | 0 | 0 | 360 | 0 | 0 | 0 | 1230 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4440 | 90 | 0 | 0 | 1170 | 60 | 3000 | 0 | 90 | 0 | 300 | 0 | 0 | 0 | 0 | 660 | 120 | 4680 | 30 | 0 | 1 |
| 7 | 7 | 0 | 0 | 44 | 0 | 0 | 360 | 0 | 0 | 0 | 1230 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4440 | 90 | 0 | 0 | 1170 | 60 | 3000 | 0 | 90 | 0 | 300 | 0 | 0 | 0 | 0 | 660 | 120 | 4680 | 30 | 0 | 1 |
| 8 | 8 | 0 | 0 | 44 | 0 | 0 | 360 | 0 | 0 | 0 | 1230 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4440 | 90 | 0 | 0 | 1170 | 60 | 3000 | 0 | 90 | 0 | 300 | 0 | 0 | 0 | 0 | 660 | 120 | 4680 | 30 | 0 | 1 |
| 9 | 9 | 0 | 27 | 42 | 0 | 0 | 372 | 0 | 0 | 0 | 1410 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 4440 | 102 | 0 | 0 | 1164 | 60 | 3279 | 0 | 90 | 0 | 350 | 0 | 0 | 0 | 0 | 802 | 120 | 4716 | 36 | 0 | 1 |
Last rows
| df_index | Row | udp | select | bin | run | poll | media | sys | dev | etc | usr | root | host | brk | boot | mkdir | write | connect | tcp | clone_API | proc | read | var | network_http | File_IO | kill_API | accept | home | munmap | mnt | opt | rename | srv | mmap | chdir_API | network_connection | execve_API | Normal | Attack | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7669 | 2510 | 0 | 0 | 44 | 0 | 0 | 154 | 0 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1533 | 0 | 0 | 0 | 231 | 14 | 602 | 0 | 42 | 0 | 56 | 0 | 0 | 0 | 0 | 56 | 28 | 1589 | 0 | 0 | 1 |
| 7670 | 2511 | 0 | 0 | 44 | 0 | 0 | 176 | 0 | 0 | 0 | 288 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1751 | 0 | 0 | 0 | 264 | 16 | 688 | 0 | 46 | 0 | 64 | 0 | 0 | 0 | 0 | 64 | 32 | 1815 | 0 | 0 | 1 |
| 7671 | 2512 | 0 | 0 | 44 | 0 | 0 | 154 | 0 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1530 | 0 | 0 | 0 | 231 | 14 | 602 | 0 | 41 | 0 | 56 | 0 | 0 | 0 | 0 | 56 | 28 | 1586 | 0 | 0 | 1 |
| 7672 | 2513 | 0 | 0 | 40 | 0 | 0 | 154 | 0 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1533 | 0 | 0 | 0 | 231 | 14 | 602 | 0 | 42 | 0 | 56 | 0 | 0 | 0 | 0 | 56 | 28 | 1589 | 0 | 0 | 1 |
| 7673 | 2514 | 0 | 0 | 44 | 0 | 0 | 176 | 0 | 0 | 0 | 288 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1751 | 0 | 0 | 0 | 264 | 16 | 688 | 0 | 47 | 0 | 64 | 0 | 0 | 0 | 0 | 64 | 32 | 1815 | 0 | 0 | 1 |
| 7674 | 2515 | 0 | 0 | 40 | 0 | 0 | 176 | 0 | 0 | 0 | 288 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1748 | 0 | 0 | 0 | 264 | 16 | 688 | 0 | 47 | 0 | 64 | 0 | 0 | 0 | 0 | 64 | 32 | 1812 | 0 | 0 | 1 |
| 7675 | 2516 | 0 | 0 | 38 | 0 | 0 | 154 | 0 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1533 | 0 | 0 | 0 | 231 | 14 | 602 | 0 | 42 | 0 | 56 | 0 | 0 | 0 | 0 | 56 | 28 | 1589 | 0 | 0 | 1 |
| 7676 | 2517 | 0 | 0 | 38 | 0 | 0 | 154 | 0 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1533 | 0 | 0 | 0 | 231 | 14 | 602 | 0 | 42 | 0 | 56 | 0 | 0 | 0 | 0 | 56 | 28 | 1589 | 0 | 0 | 1 |
| 7677 | 2518 | 0 | 0 | 40 | 0 | 0 | 154 | 0 | 0 | 0 | 252 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1532 | 0 | 0 | 0 | 231 | 14 | 602 | 0 | 41 | 0 | 56 | 0 | 0 | 0 | 0 | 56 | 28 | 1588 | 0 | 0 | 1 |
| 7678 | 2519 | 0 | 0 | 40 | 0 | 0 | 262 | 0 | 0 | 0 | 540 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2814 | 0 | 0 | 0 | 512 | 32 | 1307 | 0 | 66 | 0 | 120 | 0 | 0 | 0 | 0 | 120 | 60 | 2934 | 0 | 0 | 1 |